Feature Selection for Machine Learning-based Phishing Websites Detection.
Smriti DangwalArghir-Nicolae MoldovanPublished in: CyberSA (2021)
Keyphrases
- machine learning
- feature selection
- website
- text classification
- detection algorithm
- automatic detection
- model selection
- detection method
- pattern recognition
- false positives
- object detection
- data sets
- decision trees
- information extraction
- web pages
- unsupervised learning
- inductive learning
- internet users
- machine learning methods
- machine learning algorithms
- irrelevant features
- mutual information
- computer vision
- supervised learning
- support vector machine
- classification accuracy
- active learning
- feature extraction
- data analysis
- support vector
- feature space
- wrapper feature selection
- feature engineering
- multi task
- detection rate
- knowledge acquisition
- text categorization
- semi supervised learning
- dimensionality reduction